[R-sig-ME] Resume terminated lmer fit if verbose=TRUE?

Doran, Harold HDoran at air.org
Wed Jul 27 15:29:50 CEST 2011


Yes. See ?lmer and the start argument. You can provide the function with starting values, which can come as the last iteration of the output from verbose. 100 hours is a ridiculous amount of computing time. 

You might want to check your model and make sure it isn't overparameterized. 

> -----Original Message-----
> From: r-sig-mixed-models-bounces at r-project.org [mailto:r-sig-mixed-models-
> bounces at r-project.org] On Behalf Of Mike Lawrence
> Sent: Wednesday, July 27, 2011 9:16 AM
> To: r-sig-mixed-models at r-project.org
> Subject: [R-sig-ME] Resume terminated lmer fit if verbose=TRUE?
> 
> Hi folks,
> 
> I ran a binomial lmer on a large data set with lots of levels of a
> random effect (1000+) and a large fixed effects structure (7 variables
> all interacting). My local machine wasn't up to the task (it needs
> about 16GB of memory so far as I can tell), so I put it on a serial
> node on a supercomputer to which I have access. I asked for 100 hours
> of compute time, but it seems that the model went over time and the
> process was terminated by the system's queue. However, I ran it in
> verbose mode and have all the output, so I'm wondering if there's any
> way to use this information to resubmit the job and have it resume
> where it left off. Any ideas?
> 
> Cheers,
> 
> Mike
> 
> --
> Mike Lawrence
> Graduate Student
> Department of Psychology
> Dalhousie University
> 
> Looking to arrange a meeting? Check my public calendar:
> http://tr.im/mikes_public_calendar
> 
> ~ Certainty is folly... I think. ~
> 
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